We are seeking a highly skilled Accelerator Kernel Key Developer to join our Accelerator Kernel Development team.
In this role, you will be responsible for designing, developing, and optimizing kernel-level software components that power machine learning and high-performance computing applications.
The remote option applies only to the Candidates who will be working from any location in Ukraine.

#LI-DNI

Responsibilities

• Kernel Development: Participate in the design, development, and maintenance of kernel-level software components
• Implement tensor compute and tensor data movement optimization kernels
• Focus heavily on optimizations
• Analyze and optimize low-level code to improve software performance and efficiency, with emphasis on tensor optimization
• Collaborate with machine learning engineers and data scientists to integrate optimized kernels into machine learning frameworks and pipelines
• Identify performance bottlenecks, conduct performance profiling, and develop strategies to address and resolve them
• Write comprehensive unit tests, conduct thorough debugging, and ensure the stability and reliability of kernel-level code

• 3+ years of experience in C/C++ programming languages
• Background in parallel programming and computer architecture
• Competency in high-performance computing (HPC)
• Strong problem-solving skills and capability to analyze and debug complex issues
• Proven experience in kernel development with a focus on low-level optimizations and tensor optimization
• Expertise in performance profiling and optimization tools

• Familiarity with machine learning frameworks and concepts
• Knowledge of operating system internals
• Experience with GPU programming (CUDA, OpenCL)

• Work on a flexible schedule remotely or from any of our comfortable offices or coworking spaces in Ukraine
• Receive the necessary equipment to perform your work tasks
• Change projects and technology stacks within EPAM
• Gain experience in various business domains (Insurance, E-commerce, Healthcare, Finance, Travelling, Media, Artificial Intelligence, and more)
• Consider relocation options in over 30 countries worldwide
• Participate in volunteer, charity programs and communities (both technical and interest-based)
• You can plan your individual career path together with your manager
• Receive regular feedback from colleagues
• Improve your English for free with certified teachers (Speaking Clubs, client interview preparation courses, etc.)
• Get the opportunity to undergo free training and certification in AWS, GCP, or Azure Clouds
• Use the internal E-learn training program (18,200+ specialized training and mentoring programs)
• Access corporate accounts on LinkedIn Learning, Get Abstract and other partner resources
• Study at EPAM Solution Architecture School with the instructors who are practicing architects
• Develop as a leader, join Delivery Management, Resource Management, Leadership Essentials school and more
• Participate in internal communities (500+ meetups, technical discussions, brainstorming sessions, online events and conferences annually)
• Vacation and sick leave (including a sick leave without a medical certificate)
• A wide range of Voluntary Medical Insurance programs providing both medical treatment and various preventive options (including sports activities)
• Medical insurance for family members at corporate rates
• Company support during significant life events (childbirth or adoption, marriage, etc.)
• Support for psychological comfort: discounts on services from mental health specialists or coaches, thematic training
• E-kids program - a free programming language training program for EPAMers' children